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                <text>Conference Papers</text>
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              <text>Content Based Deep Factorization Framework for Scientific Article Recommender System</text>
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              <text>Citation recommendation; Deep neural network; Factorization machines</text>
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              <text>With the advancement in technology and the tremendous number of citations available in the digital libraries, it has become difficult for the research scholars to find a relevant set of reference papers. The accelerating rate of scientific publications results in the problem of information overload because of which the scholars spend their 70% of the time finding relevant papers. A citation recommendation system resolves the issue of spending a good amount of time and other resources for collecting a set of papers by providing the user with personalised recommendations of the articles. Existing state of art models do not take high-low order feature interactions into consideration, due to which the recommendations are not up to the desired level of performance. In this paper, we propose a content-based model which combines Deep Neural Network (DNN) and Factorization Machines (FM) where no pre-trainings are required for providing the citation recommendations.  2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.</text>
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              <text>Nair A.M.; Anto O.; Shaji A.; George J.</text>
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              <text>Lecture Notes in Electrical Engineering, Vol-907, pp. 433-442.</text>
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              <text>Springer Science and Business Media Deutschland GmbH</text>
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              <text>2022-01-01</text>
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              <text>&lt;a href="https://doi.org/10.1007/978-981-19-4687-5_33" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1007/978-981-19-4687-5_33&lt;/a&gt;
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              <text>ISSN: 18761100; ISBN: 978-981194686-8</text>
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              <text>Online</text>
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              <text>Nair A.M., Department of Computer Science, Christ University, Bangalore, India; Anto O., Department of Computer Science, Christ University, Bangalore, India; Shaji A., Department of Computer Science, Christ University, Bangalore, India; George J., Department of Computer Science, Christ University, Bangalore, India</text>
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